MayonRx is a deterministic Clinical Decision Support System (CDSS) powered by the Mayon-Net neurosymbolic architecture. It analyzes 15+ concurrent medications in under 15ms with a 0.0% hallucination rate—replacing probabilistic black-box LLMs with mathematically grounded, auditable clinical pharmacology.